Depth Estimation 벤치마크
Depth Estimation on DCM
Abs Rel
- 2018-08-04 — T2Net: Abs Rel 0.351
| Rank | Model | Abs Rel | RMSE | RMSE log | Sq Rel | Paper | Code | Year |
|---|---|---|---|---|---|---|---|---|
| 1 | Bhattacharjee et al. | 0.251 | 0.971 | 0.305 | 0.318 | Estimating Image Depth in the Comics Domain | IVRL/ComicsDepth | 2021 |
| 2 | MIDAS | 0.309 | 1.033 | 0.375 | 0.381 | Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer | isl-org/MiDaS · intel-isl/MiDaS · picsart-ai-research/text2video-zero · +13 | 2019 |
| 3 | T2Net | 0.351 | 1.117 | 0.415 | 0.416 | T2Net: Synthetic-to-Realistic Translation for Solving Single-Image Depth Estimation Tasks | lyndonzheng/Synthetic2Realistic | 2018 |
| 4 | Bhattacharjee et al. | 0.251 | 0.971 | 0.305 | 0.318 | Estimating Image Depth in the Comics Domain | IVRL/ComicsDepth | 2021 |
| 5 | MIDAS | 0.309 | 1.033 | 0.375 | 0.381 | Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer | isl-org/MiDaS · intel-isl/MiDaS · picsart-ai-research/text2video-zero · +13 | 2019 |
| 6 | T2Net | 0.351 | 1.117 | 0.415 | 0.416 | T2Net: Synthetic-to-Realistic Translation for Solving Single-Image Depth Estimation Tasks | lyndonzheng/Synthetic2Realistic | 2018 |